Justin Namuk Kim

14 papers Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Improved C-Index and Interpretability with KAN as Compared to COX: Application to Risk Prediction of Major Adverse Cardiovascular Events from CT Calcium Score.
ISBI
Justin Namuk Kim, Tao Hu, Hao Wu, Mohamed H. E. Makhlouf, Neda Shafiabadi Hassani, Ammar Hoori, Juhwan Lee, David L. Wilson
2025 J jnl
OmniMamba4D: Spatio-temporal Mamba for longitudinal CT lesion segmentation.
CoRR
Justin Namuk Kim, Yiqiao Liu, Rajath Soans, Keith Persson, Sarah Halek, Michal Tomaszewski, Jianda Yuan, Gregory Goldmacher, Antong Chen
2025 — conf
Omnimamba4D: Spatio-Temporal Mamba for Longitudinal CT Lesion Segmentation.
ISBI
Justin Namuk Kim, Yiqiao Liu, Rajath Soans, Keith Persson, Sarah Halek, Michal Tomaszewski, Jianda Yuan, Gregory Goldmacher, Antong Chen
2024 J jnl
AI prediction of cardiovascular events using opportunistic epicardial adipose tissue assessments from CT calcium score.
CoRR
Tao Hu, Joshua Freeze, Prerna Singh, Justin Namuk Kim, Yingnan Song, Hao Wu, Juhwan Lee, Sadeer Al-Kindi, Sanjay Rajagopalan, David L. Wilson, Ammar Hoori
2024 — conf
Centerline Detection and Pericoronary Adipose Tissue Prediction Using Image-to-Image Regression in Coronary CTA Images.
ISBI
Ananya Subramaniam, Justin Namuk Kim, Juhwan Lee, Yingnan Song, Hao Wu, Naomi Joseph, Mohamed H. E. Makhlouf, Neda Shafiabadi Hassani, David L. Wilson
2024 J jnl
Pericoronary adipose tissue feature analysis in CT calcium score images with comparison to coronary CTA.
CoRR
Yingnan Song, Hao Wu, Juhwan Lee, Justin Namuk Kim, Ammar Hoori, Tao Hu, Vladislav N. Zimin, Mohamed H. E. Makhlouf, Sadeer Al-Kindi, Sanjay Rajagopalan, Chun-Ho Yun, Chung-Lieh Hung, David L. Wilson
2023 J jnl
Cardiac CT perfusion imaging of pericoronary adipose tissue (PCAT) highlights potential confounds in coronary CTA.
CoRR
Hao Wu, Yingnan Song, Ammar Hoori, Ananya Subramaniam, Juhwan Lee, Justin Namuk Kim, Tao Hu, Sadeer Al-Kindi, Wei-Ming Huang, Chun-Ho Yun, Chung-Lieh Hung, Sanjay Rajagopalan, David L. Wilson
2023 — conf
Non-invasive coronary CT angiography identification of thin-cap fibroatheroma determined by intravascular optical coherence tomography.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Justin Namuk Kim, Juhwan Lee, Lia Gomez-Perez, Vladislav N. Zimin, Mohamed H. E. Makhlouf, Sadeer Al-Kindi, David L. Wilson
2022 J jnl
Automated analysis of fibrous cap in intravascular optical coherence tomography images of coronary arteries.
CoRR
Juhwan Lee, Gabriel T. R. Pereira, Yazan Gharaibeh, Chaitanya Kolluru, Vladislav N. Zimin, Luis A. P. Dallan, Justin Namuk Kim, Ammar O. Hoori, Sadeer G. Al-Kindi, Giulio Guagliumi, Hiram G. Bezerra, David L. Wilson
2022 J jnl
Automated segmentation of microvessels in intravascular OCT images using deep learning.
CoRR
Juhwan Lee, Justin Namuk Kim, Lia Gomez-Perez, Yazan Gharaibeh, Issam Motairek, Gabriel T. R. Pereira, Vladislav N. Zimin, Luis A. P. Dallan, Ammar Hoori, Sadeer Al-Kindi, Giulio Guagliumi, Hiram G. Bezerra, David L. Wilson
2022 — conf
Automatic microchannel detection using deep learning in intravascular optical coherence tomography images.
Image-Guided Procedures
Juhwan Lee, Justin Namuk Kim, Gabriel T. R. Pereira, Yazan Gharaibeh, Chaitanya Kolluru, Vladislav N. Zimin, Luis A. P. Dallan, Issam Motairek, Ammar Hoori, Giulio Guagliumi, Hiram G. Bezerra, David L. Wilson
2022 J jnl
OCTOPUS - optical coherence tomography plaque and stent analysis software.
CoRR
Juhwan Lee, Justin Namuk Kim, Yazan Gharaibeh, Vladislav N. Zimin, Luis A. P. Dallan, Gabriel T. R. Pereira, Armando Vergara-Martel, Chaitanya Kolluru, Ammar Hoori, Hiram G. Bezerra, David L. Wilson
2022 J jnl
Prediction of stent under-expansion in calcified coronary arteries using machine-learning on intravascular optical coherence tomography.
CoRR
Yazan Gharaibeh, Juhwan Lee, Vladislav N. Zimin, Chaitanya Kolluru, Luis A. P. Dallan, Gabriel T. R. Pereira, Armando Vergara-Martel, Justin Namuk Kim, Ammar Hoori, Pengfei Dong, Peshala T. Gamage, Linxia Gu, Hiram G. Bezerra, Sadeer Al-Kindi, David L. Wilson
2020 J jnl
Segmentation of Coronary Calcified Plaque in Intravascular OCT Images Using a Two-Step Deep Learning Approach.
IEEE Access
Juhwan Lee, Yazan Gharaibeh, Chaitanya Kolluru, Vladislav N. Zimin, Luis Augusto Palma Dallan, Justin Namuk Kim, Hiram G. Bezerra, David L. Wilson